Presentation | 2002/10/10 Error Correcting Output Codes for Multi-Category Classification Yuji KANEDA, Naonori UEDA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this report, we present a general algorithm for multi-category classification problem based on error correcting output codes(ECOC). This type of classification is essentially different from the conventional classification in the sense that in the former a pattern is not assumed to belong to one of exclusive categories. We experemintally show the usefuleness of the proposed algorithm by applying the method to multi-topic text categorization. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Text Classification / Multi-Category Classification / Error Correcting Output Codes / Reclassification |
Paper # | NC2002-46 |
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Committee | NC |
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Conference Date | 2002/10/10(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Neurocomputing (NC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Error Correcting Output Codes for Multi-Category Classification |
Sub Title (in English) | |
Keyword(1) | Text Classification |
Keyword(2) | Multi-Category Classification |
Keyword(3) | Error Correcting Output Codes |
Keyword(4) | Reclassification |
1st Author's Name | Yuji KANEDA |
1st Author's Affiliation | NTT Communication Science Laboratories() |
2nd Author's Name | Naonori UEDA |
2nd Author's Affiliation | NTT Communication Science Laboratories |
Date | 2002/10/10 |
Paper # | NC2002-46 |
Volume (vol) | vol.102 |
Number (no) | 381 |
Page | pp.pp.- |
#Pages | 6 |
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